Unraveling disparities in county‐level dementia diagnosis prevalence across the United States

Six models tested predictors of county-level dementia diagnosis prevalence. Backward selection was the main model: seven variables, high accuracy (AUC = 0.84). Higher diabetes, uninsured rates, White race prevalence, and fast food linked to more dementia diagnoses. Larger households, higher elevation, and more smokers linked to less dementia diagnoses. Some predictors (e.g., elevation) likely act as proxies; collinearity limits causality.

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Publication Details

Journal
Alzheimer s & Dementia
Published
2025-12-01
DOI
https://doi.org/10.1002/alz.70954
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.00

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article

Unraveling disparities in county‐level dementia diagnosis prevalence across the United States

Christopher D. Anderson, Jonathan Rosand, Shadi R. Yaghi, Guido J. Falcone et al.
Alzheimer s & Dementia
Dementia and Cognitive Impairment Research
article

Unraveling disparities in county‐level dementia diagnosis prevalence across the United States

Christopher D. Anderson, Jonathan Rosand, Shadi R. Yaghi, Guido J. Falcone, Adam de Havenon, Arman Fesharaki, Lauren Littig, Richa Sharma, Kevin N. Sheth, Erick Calvario
article en

Abstract

Six models tested predictors of county-level dementia diagnosis prevalence. Backward selection was the main model: seven variables, high accuracy (AUC = 0.84). Higher diabetes, uninsured rates, White race prevalence, and fast food linked to more dementia diagnoses. Larger households, higher elevation, and more smokers linked to less dementia diagnoses. Some predictors (e.g., elevation) likely act as proxies; collinearity limits causality.

Alzheimer s & DementiaVol. 21(12)
University of Utah (US), Brown University (US), Yale University (US), Massachusetts General Hospital (US)
American Heart Association, National Institutes of Health, National Institute of Neurological Disorders and Stroke
Openalex Percentile: Top 52%
Dementia and Cognitive Impairment Research
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